Most interview guides are outdated. Here's what real data science interviews in 2025 are asking β and why theyβre NOT on your prep site. Save this before your next technical round!
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π New Launch: Data Analysis with Python β Recorded Course π
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Ready to master Data Analysis with Python from the comfort of your home?
π¦ What's Included in the Full Course (βΉ2000):
β 1-on-1 Doubt Solving Sessions (5 sessions Γ 15 mins at your flexible timings)
β Comprehensive Learning Material (PDF notes, Assignments, and .ipynb files for every session)
β Lifetime Access to Course Recordings
π‘ Only Need the Learning Material & Recordings?
Get the Self-Learning Package for just βΉ1299
β PDF Notes + Assignments + .ipynb Files
β Lifetime Access to All Recordings
π No deadlines. No pressure. Learn at your own pace with expert support!
Ping me on whatsapp +91-9910986344
π¨ Join Our Discord Community! ππ
Hey #CodingFam! I'm super excited to invite you to new Discord server β made just for YOU π₯
If you're a student, job seeker, or self-learner trying to build a career in Data Science, Python, SQL, Power BI, or ML β this is the ultimate space youβve been waiting for π»π‘
π§ Whatβs Inside?
β Topic-wise roadmaps (Python, ML, SQL, etc.)
β Daily goals & learning challenges
β Project ideas & resume boosters
β Notes, resources, and YouTube playlists
β Real-time help & doubt-solving
β Career guidance + Interview prep
π¬ Why Discord?
Because learning shouldn't feel lonely!
With Discord, we can:
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π― Whether you're just starting out or already in the game, this community will help you stay consistent, stay motivated, and level up your skills β together πͺ
π Click to join: https://discord.gg/khBWeH5T
(It's FREE & beginner-friendly!)
Letβs build, learn, and grow together π©βπ»π¨βπ»
See you on the server! π
Hey #CodingFam! I'm super excited to invite you to new Discord server β made just for YOU π₯
If you're a student, job seeker, or self-learner trying to build a career in Data Science, Python, SQL, Power BI, or ML β this is the ultimate space youβve been waiting for π»π‘
π§ Whatβs Inside?
β Topic-wise roadmaps (Python, ML, SQL, etc.)
β Daily goals & learning challenges
β Project ideas & resume boosters
β Notes, resources, and YouTube playlists
β Real-time help & doubt-solving
β Career guidance + Interview prep
π¬ Why Discord?
Because learning shouldn't feel lonely!
With Discord, we can:
π Interact instantly in focused channels
π Stay updated through announcements
π Ask & answer doubts in real time
π Build a support system with learners like you
π Get exclusive tips, content drops & live session alerts
π― Whether you're just starting out or already in the game, this community will help you stay consistent, stay motivated, and level up your skills β together πͺ
π Click to join: https://discord.gg/khBWeH5T
(It's FREE & beginner-friendly!)
Letβs build, learn, and grow together π©βπ»π¨βπ»
See you on the server! π
Discord
Join the Codingdidi Discord Server!
Check out the Codingdidi community on Discord - hang out with 32 other members and enjoy free voice and text chat.
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Whatβs the biggest challenge you face in learning AI/ML?
Anonymous Poll
33%
Understanding math behind it
25%
Lack of projects/practice
26%
Too many resources, donβt know where to start
7%
Time management
9%
Staying consistent
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https://youtu.be/Bd6EeCdDRiw -- Github in one complete video
YouTube
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In this comprehensive video, you'llβ¦
Are you new to Git or GitHub and feeling overwhelmed? This beginner-friendly Git & GitHub full course (2025 edition) is all you need to go from zero to confident! π»π
In this comprehensive video, you'llβ¦
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Some practical interview questions for an entry-level data analyst role in Power BI:
β’ Data Import Scenario: Describe how you would import data from various sources (Excel,SQL Server, CSV) into Power BI.
β’ Data Cleaning Exercise: In Power BI, how would you handle a dataset with missing values and inconsistent formats to prepare it for analysis?
β’ Handling Large Datasets: If you're working with a very large dataset in Power BI that is causing performance issues, what strategies would you use to optimize the data processing?
β’ Calculated Columns and Measures: Explain how you would use calculated columns and measures in Power BI to analyze year-over-year growth.
β’ Data Modeling Case: You have sales data in one table and customer data in another. How would you create a data model in Power BI to analyze customer purchase behavior?
β’ Visualizations Task: Describe your approach to visualizing sales data in Power BI to highlight trends over time across different product categories.
β’ Dashboard Optimization: A Power BI dashboard is loading slowly. What steps would you take to diagnose and improve its performance?
β’ Data Refresh Scheduling: How would you set up and manage automatic data refreshes for a weekly sales report in Power BI?
β’ Row-Level Security: How would you implement user-level security in Power BI for a report that needs different access levels for various users?
β’ Troubleshooting a DAX Calculation: If a DAX formula in Power BI is not returning the expected results, how would you go about troubleshooting it?
β’ Integration with Other Tools: Describe a scenario where you integrated Power BI with another tool or service (like Excel, Azure, or a web API).
β’ Interactive Reports Creation: How would you design a Power BI report that allows user interaction, such as using slicers or drill-down features?
β’ Adapting to Data Source Changes: If there are structural changes in a primary data source (like addition or removal of columns), how would you update your Power BI reports and dashboards?
β’ Sharing Reports: Explain how you would share a report with your team and set up access controls using Power BI Service.
β’ SQL Queries in Power BI: How do you use SQL queries in Power BI for advanced data transformation or analysis?
β’ Error Handling in Data Sources: How do you manage and resolve errors in data sources or calculations in Power BI?
β’ Custom Visuals Usage: Have you used custom visuals in Power BI? Describe the scenario and the benefit
β’ Collaboration in Power BI Projects: Discuss how you have worked with others on a Power BI project. What collaboration tools or features within Power BI did you utilize?
β’ Performance Tuning: What steps do you take to ensure your Power BI reports are performing optimally when dealing with large datasets or complex calculations?
β’ Data Import Scenario: Describe how you would import data from various sources (Excel,SQL Server, CSV) into Power BI.
β’ Data Cleaning Exercise: In Power BI, how would you handle a dataset with missing values and inconsistent formats to prepare it for analysis?
β’ Handling Large Datasets: If you're working with a very large dataset in Power BI that is causing performance issues, what strategies would you use to optimize the data processing?
β’ Calculated Columns and Measures: Explain how you would use calculated columns and measures in Power BI to analyze year-over-year growth.
β’ Data Modeling Case: You have sales data in one table and customer data in another. How would you create a data model in Power BI to analyze customer purchase behavior?
β’ Visualizations Task: Describe your approach to visualizing sales data in Power BI to highlight trends over time across different product categories.
β’ Dashboard Optimization: A Power BI dashboard is loading slowly. What steps would you take to diagnose and improve its performance?
β’ Data Refresh Scheduling: How would you set up and manage automatic data refreshes for a weekly sales report in Power BI?
β’ Row-Level Security: How would you implement user-level security in Power BI for a report that needs different access levels for various users?
β’ Troubleshooting a DAX Calculation: If a DAX formula in Power BI is not returning the expected results, how would you go about troubleshooting it?
β’ Integration with Other Tools: Describe a scenario where you integrated Power BI with another tool or service (like Excel, Azure, or a web API).
β’ Interactive Reports Creation: How would you design a Power BI report that allows user interaction, such as using slicers or drill-down features?
β’ Adapting to Data Source Changes: If there are structural changes in a primary data source (like addition or removal of columns), how would you update your Power BI reports and dashboards?
β’ Sharing Reports: Explain how you would share a report with your team and set up access controls using Power BI Service.
β’ SQL Queries in Power BI: How do you use SQL queries in Power BI for advanced data transformation or analysis?
β’ Error Handling in Data Sources: How do you manage and resolve errors in data sources or calculations in Power BI?
β’ Custom Visuals Usage: Have you used custom visuals in Power BI? Describe the scenario and the benefit
β’ Collaboration in Power BI Projects: Discuss how you have worked with others on a Power BI project. What collaboration tools or features within Power BI did you utilize?
β’ Performance Tuning: What steps do you take to ensure your Power BI reports are performing optimally when dealing with large datasets or complex calculations?
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Gartner is hiring Associate Data Scientist π
Experience : 0-3 Years
Location : Gurugram
Apply link : https://gartner.wd5.myworkdayjobs.com/EXT/job/Gurgaon/Associate-Data-Scientist_101739-1/apply?source=JB-10120
Experience : 0-3 Years
Location : Gurugram
Apply link : https://gartner.wd5.myworkdayjobs.com/EXT/job/Gurgaon/Associate-Data-Scientist_101739-1/apply?source=JB-10120
Myworkdayjobs
Associate Data Scientist
About the role: This is a unique opportunity to join our fast-growing Data Science team. In the role of Associate Data Scientist in Client Retention Analytics team, you will execute large scale, high impact data modeling projects with responsibility for designingβ¦
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American Express is hiring Analyst π
Min. Experience : 1 Year
Location : Gurugram
Apply link : https://aexp.eightfold.ai/careers/job/30504056?hl=en&utm_source=linkedin&domain=aexp.com
Min. Experience : 1 Year
Location : Gurugram
Apply link : https://aexp.eightfold.ai/careers/job/30504056?hl=en&utm_source=linkedin&domain=aexp.com
aexp.eightfold.ai
Analyst-Data Analytics | Careers at American Express
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